Muscle Activation Analysis from Gait Kinematics and Reinforcement Learning

We propose the use of reinforcement learning with imitation reward to estimate muscle activation from a purely kinematic motion capture sequence without the use of any force plate or electromyography (EMG) sensors. We also demonstrate the use of this method by comparing muscle activation between nor...

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Bibliographic Details
Main Author: Jatesiktat P.
Other Authors: Mahidol University
Format: Conference or Workshop Item
Published: 2023
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/84632
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Institution: Mahidol University

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